Gabriel Ferrettini

According to our database, Gabriel Ferrettini authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploring the Impact of LLM-Based Scaffolding on Academic Performance and the Mediating Roles of AI Literacy and Prior Knowledge.

André C. A. Nascimento, Mar Pérez-Sanagustín, J. F. Parmentier, Isabel Hilliger, Gabriel Ferrettini, Rafael Ferreira Mello

Proceedings of the Two Decades of TEL. From Lessons Learnt to Challenges Ahead, 2025

SIMBA: A Tool for Designing Generative AI Agents for Reflective Learning and Critical Thinking.

Gabriel Ferrettini, André C. A. Nascimento, Mar Pérez-Sanagustín, Isabel Hilliger

Proceedings of the Two Decades of TEL. From Lessons Learnt to Challenges Ahead, 2025

2023

Prédiction de temps de parcours de bus par chaînage des données d'entraînement.

Gabriel Ferrettini, François Queyroi, Mounira Harzallah

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

Coalitional Strategies for Efficient Individual Prediction Explanation.

Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

Inf. Syst. Frontiers, 2022

Stratégies coalitionnelles pour une explication efficace des prédictions individuelles.

Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Adaptive system for analysis process design assistance. (Système adaptatif pour l'aide à la conception de processus d'analyse).

Gabriel Ferrettini

PhD thesis, 2021

Analysis-oriented Metadata for Data Lakes.

Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche

Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

2020

Explaining Single Predictions: A Faster Method.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy

Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

A Framework for User Assistance on Predictive Models.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy, William Raynaut

Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Improving on Coalitional Prediction Explanation.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy

Proceedings of the Advances in Databases and Information Systems, 2020

2019

Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy

Proceedings of the Actes du XXXVIIème Congrès INFORSID, Paris, France, June 11-14, 2019., 2019